Run
510801

Run 510801

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.5073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.5096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1003
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.259
UserCPU time millis testing
0.118
UserCPU time millis training
4.141