Run
518732

Run 518732

Task 2867 (Supervised Classification) anneal Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
760.9402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.334
UserCPU time millis testing
0.088
UserCPU time millis training
1.246