Run
2040466

Run 2040466

Task 145682 (Supervised Classification) spectrometer Uploaded 11-04-2017 by Wouter Nuijten
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.01
weka.J48(38)_M4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.4849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
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
0.4677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.933
Cross-validation details (10-fold Crossvalidation)