DEVELOPMENT... OpenML
Run
60778

Run 60778

Task 3672 (Supervised Classification) kin8nm 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)_I10
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
0.8139
Per class
Build CPU time
0.0129
Build memory
89691855.5791
F measure
0.6902
Per class
Kappa
0.3947
KB relative information score
1801.8523
Mean absolute error
0.4057
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7153
Per class
Predictive accuracy
0.6959
Prior entropy
0.9998
Recall
0.6959
Per class
Relative absolute error
0.8117
Root mean prior squared error
0.4999
Root mean squared error
0.4466
Root relative squared error
0.8934
SciMark benchmark
1228.4184