Run
518511

Run 518511

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 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
0.5455
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.8328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2991
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
80.567
UserCPU time millis testing
10.016
UserCPU time millis training
70.551