Run
519953

Run 519953

Task 3702 (Supervised Classification) fri_c1_1000_50 Uploaded 05-02-2016 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
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
323.4135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.161
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.034
UserCPU time millis testing
0.21
UserCPU time millis training
2.824