DEVELOPMENT... OpenML
Run
120942

Run 120942

Task 3673 (Supervised Classification) fri_c0_100_10 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
0.864
Per class
Build CPU time
1.7302
Build memory
1070438833.6
F measure
0.8498
Per class
Kappa
0.6964
KB relative information score
68.9388
Mean absolute error
0.1538
Mean prior absolute error
0.4951
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
0.8498
Per class
Predictive accuracy
0.85
Prior entropy
0.9931
Recall
0.85
Per class
Relative absolute error
0.3107
Root mean prior squared error
0.4975
Root mean squared error
0.3874
Root relative squared error
0.7787
SciMark benchmark
930.5854