Run
523976

Run 523976

Task 9950 (Supervised Classification) micro-mass Uploaded 12-02-2016 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
0.8762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
432.5676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0941
Cross-validation details (10-fold Crossvalidation)
Number of instances
571
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.208
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2169
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.693
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.938
UserCPU time millis testing
0.084
UserCPU time millis training
33.854