DEVELOPMENT... OpenML
Run
60573

Run 60573

Task 3874 (Supervised Classification) ecoli 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
0.9708
Per class
Build CPU time
0.0016
Build memory
281961337.0238
F measure
0.8984
Per class
Kappa
0.7915
KB relative information score
228.1183
Mean absolute error
0.1737
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.899
Per class
Predictive accuracy
0.8988
Prior entropy
0.9842
Recall
0.8988
Per class
Relative absolute error
0.3552
Root mean prior squared error
0.4944
Root mean squared error
0.2589
Root relative squared error
0.5237
SciMark benchmark
813.0234