DEVELOPMENT... OpenML
Run
116713

Run 116713

Task 3742 (Supervised Classification) fri_c4_100_10 Uploaded 09-12-2014 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)_I160
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
0.8278
Per class
Build CPU time
1.3233
Build memory
584438352.8
F measure
0.8193
Per class
Kappa
0.637
KB relative information score
63.7315
Mean absolute error
0.1805
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8212
Per class
Predictive accuracy
0.82
Prior entropy
0.9975
Recall
0.82
Per class
Relative absolute error
0.3623
Root mean prior squared error
0.4991
Root mean squared error
0.4242
Root relative squared error
0.85
SciMark benchmark
902.712