DEVELOPMENT... OpenML
Run
63496

Run 63496

Task 3665 (Supervised Classification) pyrim Uploaded 17-11-2014 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)_I80
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
0.868
Per class
Build CPU time
0.0113
Build memory
96810871.7838
F measure
0.794
Per class
Kappa
0.5741
KB relative information score
31.6082
Mean absolute error
0.295
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7984
Per class
Predictive accuracy
0.7973
Prior entropy
0.9819
Recall
0.7973
Per class
Relative absolute error
0.6056
Root mean prior squared error
0.4934
Root mean squared error
0.3786
Root relative squared error
0.7674
SciMark benchmark
1024.2267