Run
5194476

Run 5194476

Task 20 (Supervised Classification) mfeat-pixel Uploaded 10-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_IterativeClassifierOpti mizer_LogitBoost_DecisionStump(1)Weka implementation of FilteredClassifier
weka.LogitBoost_DecisionStump(11)_P100
weka.LogitBoost_DecisionStump(11)_L-1.7976931348623157E308
weka.LogitBoost_DecisionStump(11)_H1.0
weka.LogitBoost_DecisionStump(11)_Z3.0
weka.LogitBoost_DecisionStump(11)_O1
weka.LogitBoost_DecisionStump(11)_E1
weka.LogitBoost_DecisionStump(11)_S1
weka.LogitBoost_DecisionStump(11)_I10
weka.LogitBoost_DecisionStump(11)_Wweka.classifiers.trees.DecisionStump
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_L50
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_P1
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_E1
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_I1
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_F10
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_R1
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_Wweka.classifiers.meta.LogitBoost
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_metricRMSE
weka.IterativeClassifierOptimizer_LogitBoost_DecisionStump(4)_S1
weka.FilteredClassifier_AttributeSelectedClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(2)_Wweka.classifiers.meta.IterativeClassifierOptimizer

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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1786.1706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0301
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
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1478.9809
UserCPU time millis
2210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2160
Cross-validation details (10-fold Crossvalidation)