DEVELOPMENT... OpenML
Run
62725

Run 62725

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.8408
Per class
Build CPU time
0.0072
Build memory
1226170721.6
F measure
0.7358
Per class
Kappa
0.4679
KB relative information score
65.7348
Mean absolute error
0.3865
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7357
Per class
Predictive accuracy
0.736
Prior entropy
0.9955
Recall
0.736
Per class
Relative absolute error
0.778
Root mean prior squared error
0.4984
Root mean squared error
0.4188
Root relative squared error
0.8404
SciMark benchmark
821.7292