DEVELOPMENT... OpenML
Run
60731

Run 60731

Task 3668 (Supervised Classification) delta_ailerons 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)_I10
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
0.9664
Per class
Build CPU time
0.0106
Build memory
1009595949.401
F measure
0.9374
Per class
Kappa
0.8742
KB relative information score
5683.2377
Mean absolute error
0.1142
Mean prior absolute error
0.4981
Number of instances
7129
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9377
Per class
Predictive accuracy
0.9374
Prior entropy
0.9973
Recall
0.9374
Per class
Relative absolute error
0.2293
Root mean prior squared error
0.4991
Root mean squared error
0.2393
Root relative squared error
0.4796
SciMark benchmark
821.7292