DEVELOPMENT... OpenML
Run
135536

Run 135536

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I40
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7638
Per class
Build CPU time
0.1554
Build memory
2026616741.0938
F measure
0.6831
Per class
Kappa
0.3675
KB relative information score
351.2348
Mean absolute error
0.3342
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
0.6851
Per class
Predictive accuracy
0.6836
Prior entropy
1
Recall
0.6836
Per class
Relative absolute error
0.6685
Root mean prior squared error
0.5
Root mean squared error
0.4614
Root relative squared error
0.9229
SciMark benchmark
934.6076