Run
511583

Run 511583

Task 3769 (Supervised Classification) chscase_census5 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
0.4985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.2992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4975
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4115
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.379
UserCPU time millis testing
0.071
UserCPU time millis training
1.308