DEVELOPMENT... OpenML
Run
116631

Run 116631

Task 58 (Supervised Classification) waveform-5000 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
0.9637
Per class
Build CPU time
477.4126
Build memory
611756653.6
F measure
0.8412
Per class
Kappa
0.7621
KB relative information score
3865.2469
Mean absolute error
0.1141
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8414
Per class
Predictive accuracy
0.8414
Prior entropy
1.5849
Recall
0.8414
Per class
Relative absolute error
0.2568
Root mean prior squared error
0.4714
Root mean squared error
0.2864
Root relative squared error
0.6076
SciMark benchmark
939.6298