Run
521116

Run 521116

Task 9956 (Supervised Classification) one-hundred-plants-texture Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1263.2701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0042
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
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6506
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
298.312
UserCPU time millis testing
3.347
UserCPU time millis training
294.965