Run
509378

Run 509378

Task 3868 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.5993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.22
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.7798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.6776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1865
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.603
UserCPU time millis testing
0.059
UserCPU time millis training
0.544