DEVELOPMENT... OpenML
Run
110863

Run 110863

Task 288 (Supervised Classification) waveform-5000 Uploaded 09-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

21 Evaluation measures

Area under ROC curve
0.8994
Per class
Build CPU time
90.858
Build memory
36420944
F measure
0.8487
Per class
Kappa
0.7737
KB relative information score
1309.6298
Mean absolute error
0.1006
Mean prior absolute error
0.4444
Number of instances
1650
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8493
Per class
Predictive accuracy
0.8491
Prior entropy
1.5849
Recall
0.8491
Per class
Relative absolute error
0.2263
Root mean prior squared error
0.4714
Root mean squared error
0.3164
Root relative squared error
0.6711
SciMark benchmark
942.5053