Run
518025

Run 518025

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 30-01-2016 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
0.7438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
483.4383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0144
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.247
UserCPU time millis testing
0.037
UserCPU time millis training
2.21