DEVELOPMENT... OpenML
Run
27143

Run 27143

Task 4645 (Supervised Classification) leukemia Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
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.

21 Evaluation measures

Area under ROC curve
0.9874
Per class
Build CPU time
2.07
Build memory
161038725.3222
F measure
0.9469
Per class
Kappa
0.8823
KB relative information score
520.2257
Mean absolute error
0.1382
Mean prior absolute error
0.4546
Number of instances
720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9472
Per class
Predictive accuracy
0.9472
Prior entropy
0.9353
Recall
0.9472
Per class
Relative absolute error
0.304
Root mean prior squared error
0.4761
Root mean squared error
0.2194
Root relative squared error
0.4608
SciMark benchmark
945.0185