DEVELOPMENT... OpenML
Run
117851

Run 117851

Task 3851 (Supervised Classification) fl2000 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
0.8344
Per class
Build CPU time
0.3191
Build memory
168495107.5821
F measure
0.8318
Per class
Kappa
0.6417
KB relative information score
43.2798
Mean absolute error
0.1642
Mean prior absolute error
0.4757
Number of instances
67
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8381
Per class
Predictive accuracy
0.8358
Prior entropy
0.9656
Recall
0.8358
Per class
Relative absolute error
0.3451
Root mean prior squared error
0.4873
Root mean squared error
0.405
Root relative squared error
0.8311
SciMark benchmark
924.2473