DEVELOPMENT... OpenML
Run
60707

Run 60707

Task 3917 (Supervised Classification) kc1 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
0.7847
Per class
Build CPU time
0.0032
Build memory
100831410.0901
F measure
0.7762
Per class
Kappa
0.0074
KB relative information score
-177.9597
Mean absolute error
0.2289
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7771
Per class
Predictive accuracy
0.845
Prior entropy
0.622
Recall
0.845
Per class
Relative absolute error
0.8749
Root mean prior squared error
0.3615
Root mean squared error
0.3363
Root relative squared error
0.9303
SciMark benchmark
1228.4184