DEVELOPMENT... OpenML
Run
59640

Run 59640

Task 3874 (Supervised Classification) ecoli Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9886
Per class
Build CPU time
0.8857
Build memory
1273411518.4524
F measure
0.9554
Per class
Kappa
0.9088
KB relative information score
290.4081
Mean absolute error
0.0731
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9554
Per class
Predictive accuracy
0.9554
Prior entropy
0.9842
Recall
0.9554
Per class
Relative absolute error
0.1495
Root mean prior squared error
0.4944
Root mean squared error
0.1793
Root relative squared error
0.3626
SciMark benchmark
941.5509

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