DEVELOPMENT... OpenML
Run
63560

Run 63560

Task 3724 (Supervised Classification) vinnie 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
0.8975
Per class
Build CPU time
0.0142
Build memory
141852129.6
F measure
0.8446
Per class
Kappa
0.689
KB relative information score
197.8092
Mean absolute error
0.2599
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8451
Per class
Predictive accuracy
0.8447
Prior entropy
0.9995
Recall
0.8447
Per class
Relative absolute error
0.5202
Root mean prior squared error
0.4998
Root mean squared error
0.3534
Root relative squared error
0.7071
SciMark benchmark
872.1114