DEVELOPMENT... OpenML
Run
17725

Run 17725

Task 43 (Supervised Classification) spambase Uploaded 09-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I10
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.9723
Per class
F measure
0.9524
Per class
Kappa
0.9002
KB relative information score
4140.0309
Mean absolute error
0.0469
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
0.9524
Per class
Predictive accuracy
0.9524
Prior entropy
0.9674
Recall
0.9524
Per class
Relative absolute error
0.0983
Root mean prior squared error
0.4886
Root mean squared error
0.2067
Root relative squared error
0.423
SciMark benchmark
946.6476[559.76915123019011014.7209476623404483.449727694041909.59057174132591765.7074124997566]