DEVELOPMENT... OpenML
Run
62573

Run 62573

Task 1819 (Supervised Classification) vote Uploaded 16-11-2014 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)_I40
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
0.9586
Per class
Build CPU time
0.0074
Build memory
330534197.7379
F measure
0.9529
Per class
Kappa
0.9013
KB relative information score
1863.206
Mean absolute error
0.0737
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9543
Per class
Predictive accuracy
0.9526
Prior entropy
0.9627
Recall
0.9526
Per class
Relative absolute error
0.1554
Root mean prior squared error
0.4869
Root mean squared error
0.2091
Root relative squared error
0.4294
SciMark benchmark
1223.0194