DEVELOPMENT... OpenML
Run
146129

Run 146129

Task 3754 (Supervised Classification) sleuth_case1202 Uploaded 31-01-2015 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)_I160
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
0.7749
Per class
F measure
0.7757
Per class
Kappa
0.5313
KB relative information score
47.7075
Mean absolute error
0.226
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7787
Per class
Predictive accuracy
0.7742
Prior entropy
0.9645
Recall
0.7742
Per class
Relative absolute error
0.4757
Root mean prior squared error
0.4871
Root mean squared error
0.4752
Root relative squared error
0.9756
SciMark benchmark
915.2795
UserCPU time millis
110
UserCPU time millis testing
10
UserCPU time millis training
100

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