DEVELOPMENT... OpenML
Run
61721

Run 61721

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6521
Per class
Build CPU time
0.0024
Build memory
3085979094.0408
F measure
0.7049
Per class
Kappa
0.4219
KB relative information score
26.6517
Mean absolute error
0.4197
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7267
Per class
Predictive accuracy
0.7075
Prior entropy
0.9974
Recall
0.7075
Per class
Relative absolute error
0.8424
Root mean prior squared error
0.4991
Root mean squared error
0.4698
Root relative squared error
0.9414
SciMark benchmark
813.0234