DEVELOPMENT... OpenML
Run
116630

Run 116630

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.8889
Per class
Build CPU time
4.2868
Build memory
427604216.5053
F measure
0.9368
Per class
Kappa
0.7179
KB relative information score
296.96
Mean absolute error
0.0651
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9368
Per class
Predictive accuracy
0.9368
Prior entropy
0.5574
Recall
0.9368
Per class
Relative absolute error
0.2894
Root mean prior squared error
0.3346
Root mean squared error
0.2474
Root relative squared error
0.7395
SciMark benchmark
937.279