OpenML
520943

Run 520943

Task 22 (Supervised Classification) mfeat-zernike Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1655.9458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6046
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.956
UserCPU time millis testing
0.442
UserCPU time millis training
12.514