DEVELOPMENT... OpenML
Run
118664

Run 118664

Task 3607 (Supervised Classification) rmftsa_sleepdata 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)_I10
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
0.8089
Per class
Build CPU time
0.2984
Build memory
755061782.5156
F measure
0.7244
Per class
Kappa
0.449
KB relative information score
359.8398
Mean absolute error
0.3358
Mean prior absolute error
0.5
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7251
Per class
Predictive accuracy
0.7246
Prior entropy
1
Recall
0.7246
Per class
Relative absolute error
0.6716
Root mean prior squared error
0.5
Root mean squared error
0.4253
Root relative squared error
0.8506
SciMark benchmark
913.3372