Run
6060366

Run 6060366

Task 26 (Supervised Classification) nursery Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)Weka implementation of AttributeSelectedClassifier
weka.DecisionTable(4)_Sweka.attributeSelection.GreedyStepwise -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.DecisionTable(4)_X2
weka.DecisionTable(4)_Emae
weka.DecisionTable(4)_Itrue
weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)_Sweka.attributeSelection.GreedyStepwise -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_DecisionTable(1)_P100
weka.AdaBoostM1_DecisionTable(1)_S1
weka.AdaBoostM1_DecisionTable(1)_I59
weka.AdaBoostM1_DecisionTable(1)_Wweka.classifiers.rules.DecisionTable

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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12908.0139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1568.6616
UserCPU time millis
22520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
22060
Cross-validation details (10-fold Crossvalidation)