DEVELOPMENT... OpenML
Run
116579

Run 116579

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.6544
Per class
Build CPU time
0.1102
Build memory
819593528.0078
F measure
0.4586
Per class
Kappa
0.2662
KB relative information score
82.0526
Mean absolute error
0.3478
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
0.4731
Per class
Predictive accuracy
0.5176
Prior entropy
1.8507
Recall
0.5176
Per class
Relative absolute error
0.9896
Root mean prior squared error
0.4191
Root mean squared error
0.4167
Root relative squared error
0.9943
SciMark benchmark
937.279