DEVELOPMENT... OpenML
Run
191581

Run 191581

Task 3481 (Supervised Classification) isolet Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

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
0.9762
Per class
F measure
0.9542
Per class
Kappa
0.9524
KB relative information score
7435.6907
Mean absolute error
0.0035
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9543
Per class
Predictive accuracy
0.9542
Prior entropy
4.7004
Recall
0.9542
Per class
Relative absolute error
0.0476
Root mean prior squared error
0.1923
Root mean squared error
0.0593
Root relative squared error
0.3086
SciMark benchmark
1304.9611
UserCPU time millis
23220
UserCPU time millis testing
230
UserCPU time millis training
22990