Run
519777

Run 519777

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 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
0.7887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.1243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0713
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.241
UserCPU time millis testing
0.012
UserCPU time millis training
1.229