Run
520101

Run 520101

Task 3486 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(6)_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
0.7132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0746
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.577
UserCPU time millis testing
1.766
UserCPU time millis training
12.811