DEVELOPMENT... OpenML
Run
117974

Run 117974

Task 43 (Supervised Classification) spambase Uploaded 10-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
57.9854
Build memory
797066618.0135
F measure
0.9422
Per class
Kappa
0.8789
KB relative information score
3952.158
Mean absolute error
0.0687
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
0.9422
Per class
Predictive accuracy
0.9422
Prior entropy
0.9674
Recall
0.9422
Per class
Relative absolute error
0.1439
Root mean prior squared error
0.4886
Root mean squared error
0.2137
Root relative squared error
0.4373
SciMark benchmark
923.3659