DEVELOPMENT... OpenML
Run
120373

Run 120373

Task 3648 (Supervised Classification) fri_c3_100_10 Uploaded 10-12-2014 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)_I20
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
0.7773
Per class
Build CPU time
0.8385
Build memory
1919911149.6
F measure
0.7305
Per class
Kappa
0.4398
KB relative information score
42.635
Mean absolute error
0.2713
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7312
Per class
Predictive accuracy
0.73
Prior entropy
0.9721
Recall
0.73
Per class
Relative absolute error
0.5648
Root mean prior squared error
0.4899
Root mean squared error
0.5068
Root relative squared error
1.0344
SciMark benchmark
930.5854