DEVELOPMENT... OpenML
Run
117561

Run 117561

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)_I40
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
0.9898
Per class
Build CPU time
30.4935
Build memory
493821750.4751
F measure
0.9909
Per class
Kappa
0.9203
KB relative information score
3330.0429
Mean absolute error
0.0092
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
0.9909
Per class
Predictive accuracy
0.991
Prior entropy
0.3333
Recall
0.991
Per class
Relative absolute error
0.0797
Root mean prior squared error
0.2398
Root mean squared error
0.0911
Root relative squared error
0.3801
SciMark benchmark
945.0532