Run
522663

Run 522663

Task 2074 (Supervised Classification) satimage 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
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5119.8745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8393
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6297
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.472
UserCPU time millis testing
0.029
UserCPU time millis training
5.443