Run
514562

Run 514562

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
945.654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5622
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
186.118
UserCPU time millis testing
10.229
UserCPU time millis training
175.889