DEVELOPMENT... OpenML
Run
146659

Run 146659

Task 3730 (Supervised Classification) fri_c2_1000_50 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)_I80
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
0.9096
Per class
F measure
0.8993
Per class
Kappa
0.7919
KB relative information score
793.6091
Mean absolute error
0.0991
Mean prior absolute error
0.4866
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9009
Per class
Predictive accuracy
0.9
Prior entropy
0.9806
Recall
0.9
Per class
Relative absolute error
0.2037
Root mean prior squared error
0.4932
Root mean squared error
0.3122
Root relative squared error
0.6329
SciMark benchmark
904.3001
UserCPU time millis
16040
UserCPU time millis testing
60
UserCPU time millis training
15980