Run
514058

Run 514058

Task 3905 (Supervised Classification) mc2 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.6231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.9716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.458
UserCPU time millis testing
2.139
UserCPU time millis training
10.319