Run
512299

Run 512299

Task 3616 (Supervised Classification) pm10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.bdk(3)Learner classif.bdk from package(s) kohonen.
classif.bdk(3)_seed1
classif.bdk(3)_kindMersenne-Twister
classif.bdk(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
0.5481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.8336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3448
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.981
UserCPU time millis testing
0.052
UserCPU time millis training
0.929