Run
2955880

Run 2955880

Task 2075 (Supervised Classification) abalone Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_DecisionStump(1)Weka implementation of FilteredClassifier
weka.Bagging_DecisionStump(6)_P100
weka.Bagging_DecisionStump(6)_S1
weka.Bagging_DecisionStump(6)_num-slots1
weka.Bagging_DecisionStump(6)_I10
weka.Bagging_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_Bagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_DecisionStump(1)_Wweka.classifiers.meta.Bagging

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
0.6567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
573.944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0595
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
0.1304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1669.6435
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)