DEVELOPMENT... OpenML
Run
120653

Run 120653

Task 240 (Supervised Classification) lymph 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)_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
0.9545
Per class
Build CPU time
5.763
Build memory
1786396048
F measure
0.9147
Per class
Kappa
0.8444
KB relative information score
43.0412
Mean absolute error
0.0408
Mean prior absolute error
0.2723
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9278
Per class
Predictive accuracy
0.9167
Prior entropy
1.2818
Recall
0.9167
Per class
Relative absolute error
0.1498
Root mean prior squared error
0.3701
Root mean squared error
0.2
Root relative squared error
0.5402
SciMark benchmark
907.4175

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