Run
522355

Run 522355

Task 3842 (Supervised Classification) waveform-5000 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
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3748.6813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6913
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
473.065
UserCPU time millis testing
37.847
UserCPU time millis training
435.218