DEVELOPMENT... OpenML
Run
64849

Run 64849

Task 2074 (Supervised Classification) satimage Uploaded 18-11-2014 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)_I160
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
0.9159
Per class
Build CPU time
0.2216
Build memory
640295382.4
F measure
0.7003
Per class
Kappa
0.6897
KB relative information score
3186.9483
Mean absolute error
0.1737
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7123
Per class
Predictive accuracy
0.7557
Prior entropy
2.4836
Recall
0.7557
Per class
Relative absolute error
0.6429
Root mean prior squared error
0.3675
Root mean squared error
0.277
Root relative squared error
0.7537
SciMark benchmark
864.1117