DEVELOPMENT... OpenML
Run
61672

Run 61672

Task 3743 (Supervised Classification) fri_c2_500_25 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)_I20
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
0.7755
Per class
Build CPU time
0.0032
Build memory
746879712.8
F measure
0.7398
Per class
Kappa
0.4597
KB relative information score
130.5709
Mean absolute error
0.3658
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7438
Per class
Predictive accuracy
0.738
Prior entropy
0.9664
Recall
0.738
Per class
Relative absolute error
0.7673
Root mean prior squared error
0.4882
Root mean squared error
0.4255
Root relative squared error
0.8716
SciMark benchmark
824.2652