Run
545805

Run 545805

Task 3491 (Supervised Classification) hayes-roth Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.2789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.539
UserCPU time millis testing
2.007
UserCPU time millis training
4.532