DEVELOPMENT... OpenML
Run
62520

Run 62520

Task 15 (Supervised Classification) breast-w 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
0.9896
Per class
Build CPU time
0.0241
Build memory
88852163.6624
F measure
0.9601
Per class
Kappa
0.912
KB relative information score
545.7126
Mean absolute error
0.1127
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9605
Per class
Predictive accuracy
0.9599
Prior entropy
0.9297
Recall
0.9599
Per class
Relative absolute error
0.2493
Root mean prior squared error
0.4753
Root mean squared error
0.1959
Root relative squared error
0.4121
SciMark benchmark
864.1117