DEVELOPMENT... OpenML
Run
7933

Run 7933

Task 6 (Supervised Classification) letter 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)_I100
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
0.9976
Per class
F measure
0.9152
Per class
Kappa
0.9116
KB relative information score
17871.6859
Mean absolute error
0.016
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9159
Per class
Predictive accuracy
0.915
Prior entropy
4.6998
Recall
0.915
Per class
Relative absolute error
0.2168
Root mean prior squared error
0.1923
Root mean squared error
0.0756
Root relative squared error
0.3931
SciMark benchmark
949.5578[568.89779800413941016.0585376856843483.6674820550281911.17132945493631767.9939646936223]