Run
2937999

Run 2937999

Task 31 (Supervised Classification) credit-g Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AdaBoostM1_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AdaBoostM1_J48(5)_P100
weka.AdaBoostM1_J48(5)_S1
weka.AdaBoostM1_J48(5)_I10
weka.AdaBoostM1_J48(5)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_AdaBoostM1_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AdaBoostM1_J48(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.4803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2875
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1055
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.8553
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)