DEVELOPMENT... OpenML
Run
145993

Run 145993

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

22 Evaluation measures

Area under ROC curve
0.7972
Per class
F measure
0.7419
Per class
Kappa
0.4846
KB relative information score
348.6872
Mean absolute error
0.3437
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
0.7435
Per class
Predictive accuracy
0.7422
Prior entropy
1
Recall
0.7422
Per class
Relative absolute error
0.6875
Root mean prior squared error
0.5
Root mean squared error
0.4261
Root relative squared error
0.8523
SciMark benchmark
945.6434
UserCPU time millis
30
UserCPU time millis training
30