Run
2333608

Run 2333608

Task 2074 (Supervised Classification) satimage Uploaded 23-05-2017 by Miguel Cachada
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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.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
0.9259 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8258 ± 0.0193
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5303.3005 ± 12.4914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0515 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8573 ± 0.0177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8591 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8591 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1906 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2075 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5646 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1476.148
UserCPU time millis
310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
300
Cross-validation details (10-fold Crossvalidation)