DEVELOPMENT... OpenML
Run
119777

Run 119777

Task 3608 (Supervised Classification) fri_c4_500_100 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)_I10
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
0.8399
Per class
Build CPU time
25.4083
Build memory
83359777.6
F measure
0.7624
Per class
Kappa
0.5174
KB relative information score
250.8036
Mean absolute error
0.2445
Mean prior absolute error
0.4913
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
0.7631
Per class
Predictive accuracy
0.762
Prior entropy
0.9875
Recall
0.762
Per class
Relative absolute error
0.4977
Root mean prior squared error
0.4956
Root mean squared error
0.4591
Root relative squared error
0.9262
SciMark benchmark
942.5053