Run
538469

Run 538469

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree160
classif.randomForest(54)_mtry24
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.4158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8117
Cross-validation details (10-fold Crossvalidation)