DEVELOPMENT... OpenML
Run
121035

Run 121035

Task 3681 (Supervised Classification) puma8NH 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
0.85
Per class
Build CPU time
255.3735
Build memory
1115586918.0918
F measure
0.8149
Per class
Kappa
0.6299
KB relative information score
5155.6209
Mean absolute error
0.1853
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.815
Per class
Predictive accuracy
0.8149
Prior entropy
1
Recall
0.8149
Per class
Relative absolute error
0.3707
Root mean prior squared error
0.5
Root mean squared error
0.4231
Root relative squared error
0.8461
SciMark benchmark
902.712