DEVELOPMENT... OpenML
Run
62733

Run 62733

Task 3915 (Supervised Classification) kc3 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
0.8063
Per class
Build CPU time
0.0084
Build memory
737508521.5546
F measure
0.856
Per class
Kappa
-0.02
KB relative information score
-200.6985
Mean absolute error
0.1558
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8201
Per class
Predictive accuracy
0.8952
Prior entropy
0.4551
Recall
0.8952
Per class
Relative absolute error
0.9079
Root mean prior squared error
0.2917
Root mean squared error
0.2792
Root relative squared error
0.9574
SciMark benchmark
1306.6944