Run
516746

Run 516746

Task 3825 (Supervised Classification) mfeat-morphological Uploaded 29-01-2016 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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1950.3654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.997
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1826
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.791
UserCPU time millis testing
0.023
UserCPU time millis training
0.768