Run
521124

Run 521124

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

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1231.1912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0046
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
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6809
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.358
UserCPU time millis testing
0.068
UserCPU time millis training
2.29