DEVELOPMENT... OpenML
Run
146384

Run 146384

Task 2074 (Supervised Classification) satimage 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
0.9582
Per class
F measure
0.9216
Per class
Kappa
0.9051
KB relative information score
5816.1005
Mean absolute error
0.0257
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9216
Per class
Predictive accuracy
0.9233
Prior entropy
2.4836
Recall
0.9233
Per class
Relative absolute error
0.095
Root mean prior squared error
0.3675
Root mean squared error
0.1594
Root relative squared error
0.4337
SciMark benchmark
915.2795
UserCPU time millis
61860
UserCPU time millis testing
1330
UserCPU time millis training
60530