Run
519364

Run 519364

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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.

20 Evaluation measures

Area under ROC curve
0.5464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.2273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.657
UserCPU time millis testing
0.136
UserCPU time millis training
12.521