DEVELOPMENT... OpenML
Run
6405

Run 6405

Task 21 (Supervised Classification) car Uploaded 15-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9983
Per class
F measure
0.971
Per class
Kappa
0.9371
KB relative information score
1436.2258
Mean absolute error
0.0532
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9713
Per class
Predictive accuracy
0.9711
Prior entropy
1.2099
Recall
0.9711
Per class
Relative absolute error
0.2323
Root mean prior squared error
0.3381
Root mean squared error
0.1314
Root relative squared error
0.3886
SciMark benchmark
948.3584[567.04832706770641015.2555353338006484.75925509327664912.43991219425081762.2889234168845]