Run
2333525

Run 2333525

Task 12 (Supervised Classification) mfeat-factors 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
0.9476 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.891 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8789 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1770.619 ± 3.6265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234 ± 0.0033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8913 ± 0.0186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.891 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.891 ± 0.0178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.13 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1423 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4745 ± 0.0378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1629.194
UserCPU time millis
900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
890
Cross-validation details (10-fold Crossvalidation)