DEVELOPMENT... OpenML
Run
61614

Run 61614

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5417
Per class
Build CPU time
0.0023
Build memory
928969702.5409
F measure
0.6981
Per class
Kappa
0.0439
KB relative information score
-8.2293
Mean absolute error
0.3381
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8322
Per class
Predictive accuracy
0.7862
Prior entropy
0.7667
Recall
0.7862
Per class
Relative absolute error
0.9792
Root mean prior squared error
0.4143
Root mean squared error
0.4161
Root relative squared error
1.0042
SciMark benchmark
813.0234