DEVELOPMENT... OpenML
Run
12242

Run 12242

Task 41 (Supervised Classification) soybean 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)_I40
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
0.9906
Per class
F measure
0.8594
Per class
Kappa
0.8612
KB relative information score
563.5442
Mean absolute error
0.0285
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.866
Per class
Predictive accuracy
0.8741
Prior entropy
3.8572
Recall
0.8741
Per class
Relative absolute error
0.297
Root mean prior squared error
0.2191
Root mean squared error
0.1056
Root relative squared error
0.4819
SciMark benchmark
947.1507[561.7522155508621015.5230404536866489.62239053623813910.53839766977511758.3172656914378]