Run
517295

Run 517295

Task 31 (Supervised Classification) credit-g Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.6324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
366.5111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0867
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
147.021
UserCPU time millis testing
9.139
UserCPU time millis training
137.882