DEVELOPMENT... OpenML
Run
62630

Run 62630

Task 41 (Supervised Classification) soybean 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
0.978
Per class
Build CPU time
0.0086
Build memory
621902664.246
F measure
0.5104
Per class
Kappa
0.5256
KB relative information score
319.8131
Mean absolute error
0.074
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5513
Per class
Predictive accuracy
0.5754
Prior entropy
3.8572
Recall
0.5754
Per class
Relative absolute error
0.7702
Root mean prior squared error
0.2191
Root mean squared error
0.1871
Root relative squared error
0.854
SciMark benchmark
928.9619

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