Run
517003

Run 517003

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 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
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8095
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4292.5061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0936
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6151
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.511
UserCPU time millis testing
1.914
UserCPU time millis training
5.597