DEVELOPMENT... OpenML
Run
16877

Run 16877

Task 43 (Supervised Classification) spambase Uploaded 05-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_LMT(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0
weka.MultiBoostAB_LMT(1)_C3
weka.MultiBoostAB_LMT(1)_I80
weka.MultiBoostAB_LMT(1)_P100
weka.MultiBoostAB_LMT(1)_S1
weka.MultiBoostAB_LMT(1)_Wweka.classifiers.trees.LMT

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
0.9693
Per class
F measure
0.9587
Per class
Kappa
0.9135
KB relative information score
4195.3111
Mean absolute error
0.0413
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
0.9587
Per class
Predictive accuracy
0.9587
Prior entropy
0.9674
Recall
0.9587
Per class
Relative absolute error
0.0865
Root mean prior squared error
0.4886
Root mean squared error
0.2
Root relative squared error
0.4094
SciMark benchmark
933.7408[555.84468885878331011.5249537742577468.4737338949654894.68939941059351738.1710384960516]