Run
512075

Run 512075

Task 3644 (Supervised Classification) bodyfat 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
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
207.9835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0873
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.591
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.318
UserCPU time millis testing
0.057
UserCPU time millis training
0.261