DEVELOPMENT... OpenML
Run
62872

Run 62872

Task 3759 (Supervised Classification) fri_c3_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)_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
0.7819
Per class
Build CPU time
0.008
Build memory
512579370.4
F measure
0.7279
Per class
Kappa
0.4475
KB relative information score
122.113
Mean absolute error
0.3899
Mean prior absolute error
0.4928
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
0.7277
Per class
Predictive accuracy
0.728
Prior entropy
0.9897
Recall
0.728
Per class
Relative absolute error
0.7912
Root mean prior squared error
0.4964
Root mean squared error
0.4397
Root relative squared error
0.8857
SciMark benchmark
949.7836