DEVELOPMENT... OpenML
Run
24633

Run 24633

Task 4 (Supervised Classification) labor Uploaded 14-07-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I20
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.8811
Per class
F measure
0.8764
Per class
Kappa
0.7273
KB relative information score
27.2714
Mean absolute error
0.2496
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8763
Per class
Predictive accuracy
0.8772
Prior entropy
0.9393
Recall
0.8772
Per class
Relative absolute error
0.5461
Root mean prior squared error
0.4773
Root mean squared error
0.3339
Root relative squared error
0.6996
SciMark benchmark
595.1969[345.6679822991243902.9779527480346242.81814578765238524.7077858443687959.8125269617608]