DEVELOPMENT... OpenML
Run
121464

Run 121464

Task 3635 (Supervised Classification) fri_c1_250_50 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)_I80
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
0.8459
Per class
Build CPU time
37.1268
Build memory
51508313.6
F measure
0.8161
Per class
Kappa
0.6292
KB relative information score
155.4096
Mean absolute error
0.187
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8164
Per class
Predictive accuracy
0.816
Prior entropy
0.9934
Recall
0.816
Per class
Relative absolute error
0.3775
Root mean prior squared error
0.4977
Root mean squared error
0.4269
Root relative squared error
0.8577
SciMark benchmark
942.0692