Run
543318

Run 543318

Task 11 (Supervised Classification) balance-scale Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree146
classif.randomForest(54)_mtry46
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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
380.1109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1259
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8145
Cross-validation details (10-fold Crossvalidation)