Run
580426

Run 580426

Task 43 (Supervised Classification) spambase Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Dagging_DecisionStump(1)_Wweka.classifiers.meta.Dagging
weka.Dagging_DecisionStump(4)_F10
weka.Dagging_DecisionStump(4)_S1
weka.Dagging_DecisionStump(4)_Wweka.classifiers.trees.DecisionStump

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
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1727.249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1344.403
UserCPU time millis
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)