Run
515697

Run 515697

Task 21 (Supervised Classification) car Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1464.9056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.326
UserCPU time millis testing
0.415
UserCPU time millis training
2.911