Run
4787611

Run 4787611

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

weka.AttributeSelectedClassifier_DecisionTable(1)Weka implementation of AttributeSelectedClassifier
weka.DecisionTable(4)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.DecisionTable(4)_X7
weka.AttributeSelectedClassifier_DecisionTable(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_DecisionTable(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_DecisionTable(1)_Wweka.classifiers.rules.DecisionTable

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
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.0231
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
0.431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1644.6568
UserCPU time millis
328.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
UserCPU time millis training
312.5
Cross-validation details (10-fold Crossvalidation)