Run
522074

Run 522074

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19848.9186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2757
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2973.483
UserCPU time millis testing
1456.755
UserCPU time millis training
1516.728