Run
4069629

Run 4069629

Task 26 (Supervised Classification) nursery Uploaded 04-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_LWL_DecisionStu mp(1)Weka implementation of FilteredClassifier
weka.Bagging_LWL_DecisionStump(4)_P100
weka.Bagging_LWL_DecisionStump(4)_S1
weka.Bagging_LWL_DecisionStump(4)_num-slots1
weka.Bagging_LWL_DecisionStump(4)_I10
weka.Bagging_LWL_DecisionStump(4)_Wweka.classifiers.lazy.LWL
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_Bagging_LWL_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_LWL_DecisionStump(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_LWL_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_LWL_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_LWL_DecisionStump(2)_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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7483.7142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1478.387
UserCPU time millis
382690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
382660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)