Run
580998

Run 580998

Task 2075 (Supervised Classification) abalone Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Dagging_DecisionStump(4)Ting, K. M., Witten, I. H.: Stacking Bagged and Dagged Models. In: Fourteenth international Conference on Machine Learning, San Francisco, CA, 367-375, 1997.
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
0.6634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0901
Cross-validation details (10-fold Crossvalidation)
KB relative information score
578.9166
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_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.1243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.98
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1405.2062
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)