DEVELOPMENT... OpenML
Run
7002

Run 7002

Task 43 (Supervised Classification) spambase Uploaded 21-05-2014 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
0.9822
Per class
F measure
0.9434
Per class
Kappa
0.8812
KB relative information score
3665.2116
Mean absolute error
0.1074
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9434
Per class
Predictive accuracy
0.9435
Prior entropy
0.9674
Recall
0.9435
Per class
Relative absolute error
0.2248
Root mean prior squared error
0.4886
Root mean squared error
0.2103
Root relative squared error
0.4304
SciMark benchmark
911.0994[569.26911428393041014.4538012229739484.3219757802961910.85475360997441576.597388678747]