Run
507661

Run 507661

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 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
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.6231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8044
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.25
UserCPU time millis testing
0.058
UserCPU time millis training
0.192