Run
523582

Run 523582

Task 3745 (Supervised Classification) mv Uploaded 10-02-2016 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
0.9972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40558.7973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9729
Cross-validation details (10-fold Crossvalidation)
Recall
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1004
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5623.363
UserCPU time millis testing
222.992
UserCPU time millis training
5400.371