DEVELOPMENT... OpenML
Run
120887

Run 120887

Task 3612 (Supervised Classification) fri_c1_250_25 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)_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
0.8849
Per class
Build CPU time
8.4331
Build memory
1455820285.6
F measure
0.8199
Per class
Kappa
0.6319
KB relative information score
158.3274
Mean absolute error
0.1774
Mean prior absolute error
0.4897
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
0.8198
Per class
Predictive accuracy
0.82
Prior entropy
0.9852
Recall
0.82
Per class
Relative absolute error
0.3623
Root mean prior squared error
0.4948
Root mean squared error
0.4129
Root relative squared error
0.8345
SciMark benchmark
945.0554