DEVELOPMENT... OpenML
Run
120859

Run 120859

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7064
Per class
Build CPU time
2.4333
Build memory
206794613.3203
F measure
0.4967
Per class
Kappa
0.2875
KB relative information score
123.5
Mean absolute error
0.3409
Mean prior absolute error
0.3514
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
0.4907
Per class
Predictive accuracy
0.5098
Prior entropy
1.8507
Recall
0.5098
Per class
Relative absolute error
0.9701
Root mean prior squared error
0.4191
Root mean squared error
0.4043
Root relative squared error
0.9645
SciMark benchmark
889.6909