DEVELOPMENT... OpenML
Run
146928

Run 146928

Task 6 (Supervised Classification) letter Uploaded 01-02-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

22 Evaluation measures

Area under ROC curve
0.9913
Per class
F measure
0.9702
Per class
Kappa
0.969
KB relative information score
19423.6659
Mean absolute error
0.0023
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9702
Per class
Predictive accuracy
0.9702
Prior entropy
4.6998
Recall
0.9702
Per class
Relative absolute error
0.031
Root mean prior squared error
0.1923
Root mean squared error
0.0467
Root relative squared error
0.2428
SciMark benchmark
938.2848
UserCPU time millis
85280
UserCPU time millis testing
4030
UserCPU time millis training
81250