DEVELOPMENT... OpenML
Run
117984

Run 117984

Task 273 (Supervised Classification) spambase Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LADTree(2)_I20
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9813
Per class
Build CPU time
39.164
Build memory
237581360
F measure
0.9446
Per class
Kappa
0.8833
KB relative information score
1312.2843
Mean absolute error
0.064
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9446
Per class
Predictive accuracy
0.9447
Prior entropy
0.9674
Recall
0.9447
Per class
Relative absolute error
0.1344
Root mean prior squared error
0.4875
Root mean squared error
0.2133
Root relative squared error
0.4375
SciMark benchmark
933.4498