DEVELOPMENT... OpenML
Run
62568

Run 62568

Task 1817 (Supervised Classification) vehicle 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)_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
0.8056
Per class
Build CPU time
0.0078
Build memory
283336807.2
F measure
0.4835
Per class
Kappa
0.3458
KB relative information score
1094.0511
Mean absolute error
0.3209
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5653
Per class
Predictive accuracy
0.5064
Prior entropy
1.9991
Recall
0.5064
Per class
Relative absolute error
0.8561
Root mean prior squared error
0.4329
Root mean squared error
0.3905
Root relative squared error
0.9021
SciMark benchmark
1223.0194