Run
4159031

Run 4159031

Task 2075 (Supervised Classification) abalone Uploaded 05-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_LWL_DecisionStump(1)Weka implementation of FilteredClassifier
weka.LWL_DecisionStump(6)_Atrue
weka.LWL_DecisionStump(6)_K-1
weka.LWL_DecisionStump(6)_U0
weka.LWL_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_AttributeSelectedClassifier_LWL_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_LWL_DecisionStump(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_LWL_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_LWL_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL

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
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
663.7691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.1063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1425.6919
UserCPU time millis
24730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
24720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)