Run
2333472

Run 2333472

Task 3987 (Supervised Classification) AP_Colon_Ovary Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.8965 ± 0.0683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8966 ± 0.0621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.786 ± 0.1292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
379.0511 ± 5.9638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1033 ± 0.061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4835 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Number of instances
484
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.8966 ± 0.0596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967 ± 0.0608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9762
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967 ± 0.0608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2135 ± 0.1261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4917 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202 ± 0.1021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6512 ± 0.2072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
3750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3720
Cross-validation details (10-fold Crossvalidation)