DEVELOPMENT... OpenML
Run
9060

Run 9060

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)_I60
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
0.954
Per class
F measure
0.8336
Per class
Kappa
0.7796
KB relative information score
236.5045
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
0.8316
Per class
Predictive accuracy
0.8423
Prior entropy
2.2353
Recall
0.8423
Per class
Relative absolute error
0.3415
Root mean prior squared error
0.3016
Root mean squared error
0.1709
Root relative squared error
0.5667
SciMark benchmark
899.0392[564.4791872005297955.3569887288922484.3219757802961908.95975824819551582.0780669842495]