DEVELOPMENT... OpenML
Run
61711

Run 61711

Task 3759 (Supervised Classification) fri_c3_500_25 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)_I20
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
0.7837
Per class
Build CPU time
0.0031
Build memory
2992857184
F measure
0.7258
Per class
Kappa
0.4432
KB relative information score
120.1999
Mean absolute error
0.3918
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7256
Per class
Predictive accuracy
0.726
Prior entropy
0.9897
Recall
0.726
Per class
Relative absolute error
0.795
Root mean prior squared error
0.4964
Root mean squared error
0.4391
Root relative squared error
0.8845
SciMark benchmark
813.0234