Run
3787066

Run 3787066

Task 2068 (Supervised Classification) solar-flare Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStu mp(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.FilteredClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_IterativeClassifierOptimizer_LogitBoost_DecisionStump(1)_Wweka.classifiers.meta.IterativeClassifierOptimizer
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

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
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2728.191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
1066
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0626
Cross-validation details (10-fold Crossvalidation)
Recall
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0558
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1531
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1446.9785
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)