Run
511326

Run 511326

Task 3685 (Supervised Classification) chatfield_4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(3)Learner classif.pamr from package(s) pamr.
classif.pamr(3)_threshold.predict1
classif.pamr(3)_seed1
classif.pamr(3)_kindMersenne-Twister
classif.pamr(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
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.7379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1362
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7546
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.268
UserCPU time millis testing
0.029
UserCPU time millis training
1.239