Run
522785

Run 522785

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_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
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2409.4909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1882
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.156
UserCPU time millis testing
0.243
UserCPU time millis training
2.913