Run
2040605

Run 2040605

Task 145682 (Supervised Classification) spectrometer Uploaded 13-04-2017 by Ji Hun Yang
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Flow

weka.DecisionTable(4)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable(4)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(4)_X10
weka.DecisionTable(4)_Eauc

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
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.31
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.037
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
0.3004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9416
Cross-validation details (10-fold Crossvalidation)