Run
6060434

Run 6060434

Task 2 (Supervised Classification) anneal 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.BestFirst -D 1 -N 5
weka.DecisionTable(4)_X2
weka.DecisionTable(4)_Eauc
weka.DecisionTable(4)_Itrue
weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_DecisionTable(1)_Sweka.attributeSelection.GreedyStepwise -B -C -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)_Qtrue
weka.AdaBoostM1_DecisionTable(1)_S1
weka.AdaBoostM1_DecisionTable(1)_I71
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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
861.6476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1829
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1797.6671
UserCPU time millis
39000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
37440
Cross-validation details (10-fold Crossvalidation)