DEVELOPMENT... OpenML
Run
61358

Run 61358

Task 3647 (Supervised Classification) rabe_266 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
0.9763
Per class
Build CPU time
0.002
Build memory
199714496.8
F measure
0.9249
Per class
Kappa
0.8507
KB relative information score
90.1465
Mean absolute error
0.1363
Mean prior absolute error
0.4988
Number of instances
120
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9352
Per class
Predictive accuracy
0.925
Prior entropy
0.9983
Recall
0.925
Per class
Relative absolute error
0.2733
Root mean prior squared error
0.4994
Root mean squared error
0.2394
Root relative squared error
0.4795
SciMark benchmark
1212.2248