DEVELOPMENT... OpenML
Run
122153

Run 122153

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 13-12-2014 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)_I160
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
0.9193
Per class
Build CPU time
42.5109
Build memory
1341349665.6
F measure
0.9138
Per class
Kappa
0.8261
KB relative information score
413.1519
Mean absolute error
0.0858
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9143
Per class
Predictive accuracy
0.914
Prior entropy
0.9945
Recall
0.914
Per class
Relative absolute error
0.173
Root mean prior squared error
0.4981
Root mean squared error
0.2917
Root relative squared error
0.5857
SciMark benchmark
931.9671