Run
4775557

Run 4775557

Task 145682 (Supervised Classification) spectrometer Uploaded 07-07-2017 by Kelt Coolen
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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)_X1

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.

22 Evaluation measures

Area under ROC curve
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.7804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0371
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)
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Windows 10', '10.0']
Precision
0.4065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.94
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1954.3875
UserCPU time millis
1875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
UserCPU time millis training
1859.375
Cross-validation details (10-fold Crossvalidation)