DEVELOPMENT... OpenML
Run
16608

Run 16608

Task 2065 (Supervised Classification) primary-tumor Uploaded 04-06-2014 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
0.7968
Per class
F measure
0.3851
Per class
Kappa
0.3559
KB relative information score
111.265
Mean absolute error
0.0655
Mean prior absolute error
0.0812
Number of instances
339
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3624
Per class
Predictive accuracy
0.4454
Prior entropy
3.7542
Recall
0.4454
Per class
Relative absolute error
0.8072
Root mean prior squared error
0.2011
Root mean squared error
0.1804
Root relative squared error
0.8973
SciMark benchmark
576.6402[334.6586100816185904.2491647377733233.93069713548087496.48487359389475913.8777588227376]