Run
522209

Run 522209

Task 2076 (Supervised Classification) kropt Uploaded 08-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24304.5119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17157.904
UserCPU time millis testing
2211.172
UserCPU time millis training
14946.732