Run
523417

Run 523417

Task 12 (Supervised Classification) mfeat-factors Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1949.8036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0048
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2309
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.378
UserCPU time millis testing
1.733
UserCPU time millis training
9.645