DEVELOPMENT... OpenML
Run
64241

Run 64241

Task 3895 (Supervised Classification) gina_prior 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)_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
0.8875
Per class
Build CPU time
0.0356
Build memory
905744423.1142
F measure
0.7689
Per class
Kappa
0.5406
KB relative information score
1197.2265
Mean absolute error
0.3492
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7791
Per class
Predictive accuracy
0.7711
Prior entropy
0.9998
Recall
0.7711
Per class
Relative absolute error
0.6986
Root mean prior squared error
0.4999
Root mean squared error
0.4015
Root relative squared error
0.8031
SciMark benchmark
909.6624

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