Run
524020

Run 524020

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 12-02-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(6)Learner classif.cforest from package(s) party.
classif.cforest(6)_seed1
classif.cforest(6)_kindMersenne-Twister
classif.cforest(6)_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
0.6288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17526.2437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2162
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
133965.059
UserCPU time millis testing
8250.317
UserCPU time millis training
125714.742