DEVELOPMENT... OpenML
Run
12990

Run 12990

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)_I30
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
0.9971
Per class
F measure
0.9118
Per class
Kappa
0.9081
KB relative information score
17859.005
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
0.9126
Per class
Predictive accuracy
0.9116
Prior entropy
4.6998
Recall
0.9116
Per class
Relative absolute error
0.2159
Root mean prior squared error
0.1923
Root mean squared error
0.0763
Root relative squared error
0.3968
SciMark benchmark
938.2528[562.11425968265671014.1868590421574481.71457151086304873.2311520278961760.0170946291457]