Run
522627

Run 522627

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9815.5952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2123
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
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9649
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.814
UserCPU time millis testing
0.024
UserCPU time millis training
4.79