Run
522600

Run 522600

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 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
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10360.5013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9359
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
199.548
UserCPU time millis testing
0.097
UserCPU time millis training
199.451