Run
521148

Run 521148

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 06-02-2016 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
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1326.4042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
283.707
UserCPU time millis testing
42.759
UserCPU time millis training
240.948