Run
4787021

Run 4787021

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

weka.AttributeSelectedClassifier_RandomTree(2)Weka implementation of AttributeSelectedClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.AttributeSelectedClassifier_RandomTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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
0.6612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.5633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0362
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
0.2956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.1996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1644.6568
UserCPU time millis
93.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
93.75
Cross-validation details (10-fold Crossvalidation)