Run
521114

Run 521114

Task 9956 (Supervised Classification) one-hundred-plants-texture 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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1310.3669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.06
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6032
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
320.42
UserCPU time millis testing
45.205
UserCPU time millis training
275.215