Interaction Statistics
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Documentation for package ‘hstats’ version 0.2.0
Help Pages
| average_loss | Average Loss |
| average_loss.default | Average Loss |
| average_loss.explainer | Average Loss |
| average_loss.Learner | Average Loss |
| average_loss.ranger | Average Loss |
| h2 | Total Interaction Strength |
| h2.default | Total Interaction Strength |
| h2.hstats | Total Interaction Strength |
| h2_overall | Overall Interaction Strength |
| h2_overall.default | Overall Interaction Strength |
| h2_overall.hstats | Overall Interaction Strength |
| h2_pairwise | Pairwise Interaction Strength |
| h2_pairwise.default | Pairwise Interaction Strength |
| h2_pairwise.hstats | Pairwise Interaction Strength |
| h2_threeway | Three-way Interaction Strength |
| h2_threeway.default | Three-way Interaction Strength |
| h2_threeway.hstats | Three-way Interaction Strength |
| hstats | Calculate Interaction Statistics |
| hstats.default | Calculate Interaction Statistics |
| hstats.explainer | Calculate Interaction Statistics |
| hstats.Learner | Calculate Interaction Statistics |
| hstats.ranger | Calculate Interaction Statistics |
| ice | Individual Conditional Expectations |
| ice.default | Individual Conditional Expectations |
| ice.explainer | Individual Conditional Expectations |
| ice.Learner | Individual Conditional Expectations |
| ice.ranger | Individual Conditional Expectations |
| multivariate_grid | Multivariate Grid |
| partial_dep | Partial Dependence Plot |
| partial_dep.default | Partial Dependence Plot |
| partial_dep.explainer | Partial Dependence Plot |
| partial_dep.Learner | Partial Dependence Plot |
| partial_dep.ranger | Partial Dependence Plot |
| pd_importance | PD Bases Importance (Experimental) |
| pd_importance.default | PD Bases Importance (Experimental) |
| pd_importance.hstats | PD Bases Importance (Experimental) |
| perm_importance | Permutation Importance |
| perm_importance.default | Permutation Importance |
| perm_importance.explainer | Permutation Importance |
| perm_importance.Learner | Permutation Importance |
| perm_importance.ranger | Permutation Importance |
| plot.hstats | Plot Method for "hstats" Object |
| plot.ice | Plots "ice" Object |
| plot.partial_dep | Plots "partial_dep" Object |
| plot.perm_importance | Plots "perm_importance" Object |
| print.hstats | Print Method |
| print.ice | Prints "ice" Object |
| print.partial_dep | Prints "partial_dep" Object |
| print.perm_importance | Print Method |
| print.summary_hstats | Print Method |
| summary.hstats | Summary Method |
| univariate_grid | Univariate Grid |