DEVELOPMENT... OpenML
Run
61693

Run 61693

Task 3753 (Supervised Classification) cloud 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
0.5929
Per class
Build CPU time
0.002
Build memory
871468736.963
F measure
0.7263
Per class
Kappa
0.3193
KB relative information score
14.0091
Mean absolute error
0.3649
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8311
Per class
Predictive accuracy
0.7778
Prior entropy
0.8813
Recall
0.7778
Per class
Relative absolute error
0.8719
Root mean prior squared error
0.4566
Root mean squared error
0.4257
Root relative squared error
0.9322
SciMark benchmark
1212.2248