DEVELOPMENT... OpenML
Run
64740

Run 64740

Task 1785 (Supervised Classification) car Uploaded 18-11-2014 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
0.967
Per class
Build CPU time
0.0402
Build memory
978476274.4
F measure
0.5781
Per class
Kappa
0.0046
KB relative information score
3333.3818
Mean absolute error
0.1375
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5127
Per class
Predictive accuracy
0.7005
Prior entropy
1.2099
Recall
0.7005
Per class
Relative absolute error
0.6003
Root mean prior squared error
0.3381
Root mean squared error
0.2654
Root relative squared error
0.7851
SciMark benchmark
1223.0194