DEVELOPMENT... OpenML
Run
64499

Run 64499

Task 3884 (Supervised Classification) page-blocks Uploaded 18-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I160
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_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.

21 Evaluation measures

Area under ROC curve
0.9199
Per class
Build CPU time
0.2083
Build memory
521818227.8663
F measure
0.9245
Per class
Kappa
0.548
KB relative information score
1843.3888
Mean absolute error
0.1135
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9272
Per class
Predictive accuracy
0.9331
Prior entropy
0.4768
Recall
0.9331
Per class
Relative absolute error
0.6173
Root mean prior squared error
0.3031
Root mean squared error
0.2194
Root relative squared error
0.7239
SciMark benchmark
998.3701