Run
566887

Run 566887

Task 3896 (Supervised Classification) ada_agnostic Uploaded 26-04-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(9)Learner classif.cforest from package(s) party.
classif.cforest(9)_openml.seed1
classif.cforest(9)_openml.kindMersenne-Twister
classif.cforest(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2266.4567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9487
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
305.026
UserCPU time millis testing
75.066
UserCPU time millis training
229.96