DEVELOPMENT... OpenML
Run
117480

Run 117480

Task 58 (Supervised Classification) waveform-5000 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
0.9616
Per class
Build CPU time
125.5361
Build memory
865064356
F measure
0.8377
Per class
Kappa
0.7567
KB relative information score
3808.1668
Mean absolute error
0.1208
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8377
Per class
Predictive accuracy
0.8378
Prior entropy
1.5849
Recall
0.8378
Per class
Relative absolute error
0.2719
Root mean prior squared error
0.4714
Root mean squared error
0.2851
Root relative squared error
0.6048
SciMark benchmark
938.1146