Run
522671

Run 522671

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.6242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
696.4988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2691
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
448.977
UserCPU time millis testing
28.149
UserCPU time millis training
420.828