Run
2345602

Run 2345602

Task 45 (Supervised Classification) splice Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
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
0.9616 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8636 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2621.8093 ± 5.4069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0909 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9186 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9147 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9147 ± 0.0128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2217 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2206 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4871 ± 0.0405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1541.7354
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)