Run
514556

Run 514556

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
812.9378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9109
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9109
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7189
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.056
UserCPU time millis testing
0.066
UserCPU time millis training
7.99