DEVELOPMENT... OpenML
Run
6575

Run 6575

Task 16 (Supervised Classification) mfeat-karhunen 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
0.987
Per class
F measure
0.9032
Per class
Kappa
0.8928
KB relative information score
1702.7169
Mean absolute error
0.0444
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9037
Per class
Predictive accuracy
0.9035
Prior entropy
3.3219
Recall
0.9035
Per class
Relative absolute error
0.2465
Root mean prior squared error
0.3
Root mean squared error
0.1323
Root relative squared error
0.441
SciMark benchmark
947.6837[569.45499857552561015.2555353338006484.5405689113658908.01528932595751761.152276377127]