DEVELOPMENT... OpenML
Run
146604

Run 146604

Task 3688 (Supervised Classification) houses 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
0.9871
Per class
F measure
0.9853
Per class
Kappa
0.97
KB relative information score
20012.4855
Mean absolute error
0.0148
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9853
Per class
Predictive accuracy
0.9853
Prior entropy
0.9866
Recall
0.9853
Per class
Relative absolute error
0.0302
Root mean prior squared error
0.4953
Root mean squared error
0.1211
Root relative squared error
0.2445
SciMark benchmark
889.9795
UserCPU time millis
58530
UserCPU time millis testing
1080
UserCPU time millis training
57450