DEVELOPMENT... OpenML
Run
146948

Run 146948

Task 2275 (Supervised Classification) meta_instanceincremental.arff 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
0.8756
Per class
F measure
0.85
Per class
Kappa
0.6476
KB relative information score
46.3196
Mean absolute error
0.0713
Mean prior absolute error
0.2277
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8526
Per class
Predictive accuracy
0.8514
Prior entropy
1.3146
Recall
0.8514
Per class
Relative absolute error
0.3133
Root mean prior squared error
0.3317
Root mean squared error
0.2638
Root relative squared error
0.7951
SciMark benchmark
915.2795
UserCPU time millis
240
UserCPU time millis training
240