DEVELOPMENT... OpenML
Run
18833

Run 18833

Task 43 (Supervised Classification) spambase Uploaded 11-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_OneR(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_OneR(1)_C3
weka.MultiBoostAB_OneR(1)_I10
weka.MultiBoostAB_OneR(1)_P100
weka.MultiBoostAB_OneR(1)_S1
weka.MultiBoostAB_OneR(1)_Wweka.classifiers.rules.OneR
weka.OneR(1)_B6

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
0.8659
Per class
F measure
0.7982
Per class
Kappa
0.5746
KB relative information score
2580.6098
Mean absolute error
0.2068
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
0.7984
Per class
Predictive accuracy
0.8
Prior entropy
0.9674
Recall
0.8
Per class
Relative absolute error
0.433
Root mean prior squared error
0.4886
Root mean squared error
0.414
Root relative squared error
0.8473
SciMark benchmark
934.0959[549.886720604579996.6149245802497470.73295553974066897.75347450272361755.4912331040343]