Run
519030

Run 519030

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1994.2194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0687
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.819
UserCPU time millis testing
0.052
UserCPU time millis training
11.767