DEVELOPMENT... OpenML
Run
118058

Run 118058

Task 3021 (Supervised Classification) sick 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
0.9934
Per class
Build CPU time
15.5025
Build memory
490466199.7582
F measure
0.9882
Per class
Kappa
0.8969
KB relative information score
3227.6825
Mean absolute error
0.0117
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9882
Per class
Predictive accuracy
0.9883
Prior entropy
0.3333
Recall
0.9883
Per class
Relative absolute error
0.1015
Root mean prior squared error
0.2398
Root mean squared error
0.0997
Root relative squared error
0.4159
SciMark benchmark
945.0532