DEVELOPMENT... OpenML
Run
10708

Run 10708

Task 58 (Supervised Classification) waveform-5000 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
0.9591
Per class
F measure
0.8308
Per class
Kappa
0.7472
KB relative information score
3342.3543
Mean absolute error
0.1811
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8321
Per class
Predictive accuracy
0.8314
Prior entropy
1.5849
Recall
0.8314
Per class
Relative absolute error
0.4074
Root mean prior squared error
0.4714
Root mean squared error
0.2805
Root relative squared error
0.5951
SciMark benchmark
945.9769[559.23073532101811016.0585376856843484.5405689113658911.17132945493631758.8835103978397]