DEVELOPMENT... OpenML
Run
8351

Run 8351

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I20
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9529
Per class
F measure
0.8329
Per class
Kappa
0.7836
KB relative information score
235.3563
Mean absolute error
0.0624
Mean prior absolute error
0.1828
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
0.8223
Per class
Predictive accuracy
0.8452
Prior entropy
2.2353
Recall
0.8452
Per class
Relative absolute error
0.3412
Root mean prior squared error
0.3016
Root mean squared error
0.1717
Root relative squared error
0.5693
SciMark benchmark
911.751[563.02150163949781016.0585376856843484.7593072718849914.66854765231311580.246872590131]