Run
514536

Run 514536

Task 3691 (Supervised Classification) sensory Uploaded 28-01-2016 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(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
0.6742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.6031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.64
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1314
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
48.279
UserCPU time millis testing
10.847
UserCPU time millis training
37.432