Run
509599

Run 509599

Task 3564 (Supervised Classification) analcatdata_germangss 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
0.5267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.0647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.29
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.29
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.376
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
33.979
UserCPU time millis testing
9.116
UserCPU time millis training
24.863