DEVELOPMENT... OpenML
Run
64413

Run 64413

Task 3916 (Supervised Classification) kc1-binary 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)_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
0.7941
Per class
Build CPU time
0.0234
Build memory
2122553857.1035
F measure
0.7258
Per class
Kappa
0.4554
KB relative information score
48.0546
Mean absolute error
0.3296
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7499
Per class
Predictive accuracy
0.7241
Prior entropy
0.979
Recall
0.7241
Per class
Relative absolute error
0.6791
Root mean prior squared error
0.4925
Root mean squared error
0.4137
Root relative squared error
0.8401
SciMark benchmark
821.7292