DEVELOPMENT... OpenML
Run
62676

Run 62676

Task 3638 (Supervised Classification) quake 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
0.5302
Per class
Build CPU time
0.0177
Build memory
1569947825.3664
F measure
0.4549
Per class
Kappa
0.0255
KB relative information score
7.8698
Mean absolute error
0.4925
Mean prior absolute error
0.4939
Number of instances
2178
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5454
Per class
Predictive accuracy
0.5588
Prior entropy
0.9912
Recall
0.5588
Per class
Relative absolute error
0.997
Root mean prior squared error
0.497
Root mean squared error
0.4968
Root relative squared error
0.9996
SciMark benchmark
915.7224