Run
509564

Run 509564

Task 9953 (Supervised Classification) planning-relax Uploaded 27-01-2016 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
0.5192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.4983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2912
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7117
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1945
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.82
UserCPU time millis testing
2.057
UserCPU time millis training
10.763