Run
522612

Run 522612

Task 3954 (Supervised Classification) MagicTelescope 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
0.7436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9909.0728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.96
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.997
UserCPU time millis testing
0.049
UserCPU time millis training
4.948